feat: remote worker GPU support with nllb-1.3B
- Update Dockerfile.remote-worker with CUDA support - Update docker-compose.yml with GPU settings - Update remote_translator_worker.py to use nllb-200-1.3B - Update worker_ws.go with model URL handler
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4 changed files with 65 additions and 26 deletions
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@ -1,23 +1,20 @@
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FROM python:3.11-slim-bookworm
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SHELL ["/bin/bash", "-c"]
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RUN apt-get update && apt-get install -y --no-install-recommends \
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patchelf libpq-dev gcc git curl wget bash \
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patchelf libpq-dev gcc git curl wget \
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&& rm -rf /var/lib/apt/lists/*
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ENV PYTHONUNBUFFERED=1 \
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PIP_DISABLE_PIP_VERSION_CHECK=1 \
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TOKENIZERS_PARALLELISM=false \
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HF_HOME=/root/.cache/huggingface \
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DEBIAN_FRONTEND=noninteractive
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HF_HOME=/root/.cache/huggingface
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WORKDIR /app
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COPY requirements.txt .
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RUN pip install --no-cache-dir --upgrade pip
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RUN pip install --no-cache-dir torch==2.1.0 torchvision==0.16.0 --index-url https://download.pytorch.org/whl/cpu
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RUN pip install --no-cache-dir torch==2.1.0 torchvision==0.16.0 --index-url https://download.pytorch.org/whl/cu118
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RUN pip install --no-cache-dir \
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ctranslate2==3.24.0 \
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@ -33,18 +30,10 @@ RUN find /usr/local/lib/python3.11/site-packages/ctranslate2* \
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-name "libctranslate2-*.so.*" -o -name "libctranslate2.so*" | \
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xargs -I {} patchelf --clear-execstack {} || true
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COPY workers/ ./workers/
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COPY init-db/ ./init-db/
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COPY migrations/ ./migrations/
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COPY workers/remote_translator_worker.py /app/worker.py
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ENV DB_HOST=db
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ENV DB_PORT=5432
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ENV DB_NAME=rss
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ENV DB_USER=rss
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ENV DB_PASS=x
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ENV CT2_DEVICE=cuda
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ENV CT2_COMPUTE_TYPE=float16
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ENV UNIVERSAL_MODEL=facebook/nllb-200-1.3B
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ENV WORKER_SERVER=ws://localhost:8080/ws/worker
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ENV CT2_DEVICE=cpu
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ENV CT2_COMPUTE_TYPE=int8
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CMD ["python", "-m", "workers.remote_translator_worker"]
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CMD ["python", "/app/worker.py"]
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